Dynamics of Complex Autonomous Boolean Networks - Couverture rigide

Rosin, David P.

9783319135779: Dynamics of Complex Autonomous Boolean Networks

Couverture rigide

ISBN 10 : 3319135775 ISBN 13 : 9783319135779

Editeur : Springer International Publishing AG, 2015

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This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking. These networks are realized with integrated circuits on an electronic chip as a field programmable gate array (FPGA) with roughly 100,000 logic gates, offering an extremely flexible model system. It allows fast and cheap design cycles and large networks with arbitrary topologies and coupling delays.
The author presents pioneering results on theoretical modeling, experimental realization, and selected applications. In this regard, three classes of novel dynamic behavior are investigated: (i) Chaotic Boolean networks are proposed as high-speed physical random number generators with high bit rates. (ii) Networks of periodic Boolean oscillators are home to long-living transient chimera states, i.e., novel patterns of coexisting domains of spatially coherent (synchronized) and incoherent (desynchronized) dynamics. (iii) Excitable networks exhibit cluster synchronization and can be used as fast artificial Boolean neurons whose spiking patterns can be controlled. This work presents the first experimental platform for large complex networks, which will facilitate exciting future developments.

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� propos de l?auteur

David Rosin studied physics at Technische Universit�t Berlin, Germany, and received his Bachelor Degree in 2009 and his Master Degree in 2011. He researched complex dynamical networks in the framework of a collaboration between Daniel J. Gauthier from Duke University (USA) and Eckehard Sch�ll from Technische Universit�t Berlin (Germany) from 2010 till 2014. This work was submitted as a Doctoral Thesis in physics at Technische Universit�t Berlin in 2014.

Les informations fournies dans la section � A propos du livre � peuvent faire r�f�rence � une autre �dition de ce titre.

�diteurSpringer International Publishing AG
Date d'�dition2015
ISBN 10 3319135775
ISBN 13 9783319135779
ReliureReli�
Langueanglais
Nombre de pages199
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Dynamics of Complex Autonomous Boolean Networks

David P. Rosin

Edit� par Springer International Publishing, 2015

ISBN 10 : 3319135775 ISBN 13 : 9783319135779

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Dynamics of Complex Autonomous Boolean Networks

David P. Rosin

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Nominated as an outstanding Ph.D. thesis by the Technical University of Berlin, GermanyReports on important progress in the study of complex networksIntroduces applications in physical random number generation and neuro-inspired computing. N� de r�f. du vendeur 11161267

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Dynamics of Complex Autonomous Boolean Networks

David P. Rosin

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ISBN 10 : 3319135775 ISBN 13 : 9783319135779

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking. These networks are realized with integrated circuits on an electronic chip as a field programmable gate array (FPGA) with roughly 100,000 logic gates, offering an extremely flexible model system. It allows fast and cheap design cycles and large networks with arbitrary topologies and coupling delays.The author presents pioneering results on theoretical modeling, experimental realization, and selected applications. In this regard, three classes of novel dynamic behavior are investigated: (i) Chaotic Boolean networks are proposed as high-speed physical random number generators with high bit rates. (ii) Networks of periodic Boolean oscillators are home to long-living transient chimera states, i.e., novel patterns of coexisting domains of spatially coherent (synchronized) and incoherent (desynchronized) dynamics. (iii) Excitable networks exhibit cluster synchronization and can be used as fast artificial Boolean neurons whose spiking patterns can be controlled. This work presents the first experimental platform for large complex networks, which will facilitate exciting future developments. N� de r�f. du vendeur 9783319135779

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Dynamics of Complex Autonomous Boolean Networks

David P. Rosin

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ISBN 10 : 3319135775 ISBN 13 : 9783319135779

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking. These networks are realized with integrated circuits on an electronic chip as a field programmable gate array (FPGA) with roughly 100,000 logic gates, offering an extremely flexible model system. It allows fast and cheap design cycles and large networks with arbitrary topologies and coupling delays.The author presents pioneering results on theoretical modeling, experimental realization, and selected applications. In this regard, three classes of novel dynamic behavior are investigated: (i) Chaotic Boolean networks are proposed as high-speed physical random number generators with high bit rates. (ii) Networks of periodic Boolean oscillators are home to long-living transient chimera states, i.e., novel patterns of coexisting domains of spatially coherent (synchronized) and incoherent (desynchronized) dynamics. (iii) Excitable networks exhibit cluster synchronization and can be used as fast artificial Boolean neurons whose spiking patterns can be controlled. This work presents the first experimental platform for large complex networks, which will facilitate exciting future developments. 220 pp. Englisch. N� de r�f. du vendeur 9783319135779

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Dynamics of Complex Autonomous Boolean Networks

David P. Rosin

Edit� par Springer International Publishing, Springer International Publishing Jan 2015, 2015

ISBN 10 : 3319135775 ISBN 13 : 9783319135779

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Buch. Etat : Neu. Neuware -This thesis focuses on the dynamics of autonomous Boolean networks, on the basis of Boolean logic functions in continuous time without external clocking. These networks are realized with integrated circuits on an electronic chip as a field programmable gate array (FPGA) with roughly 100,000 logic gates, offering an extremely flexible model system. It allows fast and cheap design cycles and large networks with arbitrary topologies and coupling delays.Theauthor presents pioneering results on theoretical modeling, experimental realization, and selected applications.In this regard, three classes of novel dynamic behavior are investigated: (i) Chaotic Boolean networks are proposed as high-speed physical random number generators with high bit rates. (ii) Networks of periodic Boolean oscillators are home to long-living transient chimera states, i.e., novel patterns of coexisting domains of spatially coherent (synchronized) and incoherent (desynchronized) dynamics. (iii) Excitable networks exhibit cluster synchronization and can be used as fast artificial Boolean neurons whose spiking patterns can be controlled. This work presentsthe firstexperimental platform for large complex networks, which will facilitate excitingfuture developments.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 220 pp. Englisch. N� de r�f. du vendeur 9783319135779

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